diff --git a/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb b/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb
index 756e5cc874..b2609550ff 100644
--- a/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb
+++ b/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb
@@ -459,9 +459,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from sagemaker.predictor import csv_serializer\n",
+    "from sagemaker.serializers import CSVSerializer\n",
     "\n",
-    "predictor = tree.deploy(1, \"ml.m4.xlarge\", serializer=csv_serializer)"
+    "predictor = tree.deploy(1, \"ml.m4.xlarge\", serializer=CSVSerializer())"
    ]
   },
   {
@@ -677,9 +677,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "conda_python3",
+   "display_name": ".venv",
    "language": "python",
-   "name": "conda_python3"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -691,9 +691,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.5"
+   "version": "3.8.10"
   }
  },
  "nbformat": 4,
  "nbformat_minor": 2
-}
\ No newline at end of file
+}